Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints.
Yao YaoQihang LinTianbao YangPublished in: CoRR (2022)
Keyphrases
- stochastic methods
- optimization methods
- constrained optimization
- logistic regression
- receiver operating characteristic
- class distribution
- feature selection
- decision trees
- model selection
- roc curve
- naive bayes
- classification accuracy
- optimization method
- optimization problems
- learning algorithm
- optimization algorithm
- simulated annealing
- multi class
- objective function